Weather in Australia

Dataset statistics

Number of variables	23
Number of observations	14546
Missing cells	34211
Missing cells (%)	10.2%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.7 MiB
Average record size in memory	192.0 B

Variable types

DateTime	1
Categorical	4
Numeric	16
Boolean	2

Alerts

`MinTemp` has 157 (1.1%) missing values	Missing
`Rainfall` has 330 (2.3%) missing values	Missing
`Evaporation` has 6183 (42.5%) missing values	Missing
`Sunshine` has 6904 (47.5%) missing values	Missing
`WindGustDir` has 1056 (7.3%) missing values	Missing
`WindGustSpeed` has 1048 (7.2%) missing values	Missing
`WindDir9am` has 1057 (7.3%) missing values	Missing
`WindDir3pm` has 411 (2.8%) missing values	Missing
`WindSpeed9am` has 179 (1.2%) missing values	Missing
`WindSpeed3pm` has 302 (2.1%) missing values	Missing
`Humidity9am` has 286 (2.0%) missing values	Missing
`Humidity3pm` has 457 (3.1%) missing values	Missing
`Pressure9am` has 1537 (10.6%) missing values	Missing
`Pressure3pm` has 1522 (10.5%) missing values	Missing
`Cloud9am` has 5558 (38.2%) missing values	Missing
`Cloud3pm` has 5875 (40.4%) missing values	Missing
`Temp9am` has 194 (1.3%) missing values	Missing
`Temp3pm` has 361 (2.5%) missing values	Missing
`RainToday` has 330 (2.3%) missing values	Missing
`RainTomorrow` has 329 (2.3%) missing values	Missing
`Rainfall` has 9084 (62.5%) zeros	Zeros
`Sunshine` has 244 (1.7%) zeros	Zeros
`WindSpeed9am` has 869 (6.0%) zeros	Zeros
`Cloud9am` has 852 (5.9%) zeros	Zeros
`Cloud3pm` has 498 (3.4%) zeros	Zeros

Reproduction

Analysis started	2024-06-06 18:09:51.279555
Analysis finished	2024-06-06 18:10:35.470065
Duration	44.19 seconds
Software version	ydata-profiling v4.8.3
Download configuration	config.json

Date
Date

Distinct	3135
Distinct (%)	21.6%
Missing	0
Missing (%)	0.0%
Memory size	227.3 KiB

Minimum	2007-11-27 00:00:00
Maximum	2017-06-25 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

Location
Categorical

Distinct	49
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	227.3 KiB

Sydney	362
Darwin	335
Perth	333
SalmonGums	331
SydneyAirport	328
Other values (44)	12857

Length

Max length	16
Median length	11
Mean length	8.7224667
Min length	4

Characters and Unicode

Total characters	126877
Distinct characters	40
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	MountGambier
2nd row	Sydney
3rd row	Melbourne
4th row	Richmond
5th row	Sydney

Common Values

Value	Count	Frequency (%)
Sydney	362	2.5%
Darwin	335	2.3%
Perth	333	2.3%
SalmonGums	331	2.3%
SydneyAirport	328	2.3%
Canberra	327	2.2%
Townsville	326	2.2%
Bendigo	325	2.2%
Richmond	324	2.2%
Watsonia	324	2.2%
Other values (39)	11231	77.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
sydney	362	2.5%
darwin	335	2.3%
perth	333	2.3%
salmongums	331	2.3%
sydneyairport	328	2.3%
canberra	327	2.2%
townsville	326	2.2%
bendigo	325	2.2%
richmond	324	2.2%
watsonia	324	2.2%
Other values (39)	11231	77.2%

Most occurring characters

Value	Count	Frequency (%)
a	11624	9.2%
r	11502	9.1%
o	10952	8.6%
e	10379	8.2%
n	9213	7.3%
l	7866	6.2%
i	7724	6.1%
t	5914	4.7%
d	3692	2.9%
s	3680	2.9%
Other values (30)	44331	34.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	107133	84.4%
Uppercase Letter	19744	15.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	11624	10.9%
r	11502	10.7%
o	10952	10.2%
e	10379	9.7%
n	9213	8.6%
l	7866	7.3%
i	7724	7.2%
t	5914	5.5%
d	3692	3.4%
s	3680	3.4%
Other values (12)	24587	22.9%

Uppercase Letter

Value	Count	Frequency (%)
A	2785	14.1%
W	2459	12.5%
M	1805	9.1%
C	1791	9.1%
S	1615	8.2%
P	1529	7.7%
N	1322	6.7%
G	1232	6.2%
B	1184	6.0%
H	861	4.4%
Other values (8)	3161	16.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	126877	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	11624	9.2%
r	11502	9.1%
o	10952	8.6%
e	10379	8.2%
n	9213	7.3%
l	7866	6.2%
i	7724	6.1%
t	5914	4.7%
d	3692	2.9%
s	3680	2.9%
Other values (30)	44331	34.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	126877	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	11624	9.2%
r	11502	9.1%
o	10952	8.6%
e	10379	8.2%
n	9213	7.3%
l	7866	6.2%
i	7724	6.1%
t	5914	4.7%
d	3692	2.9%
s	3680	2.9%
Other values (30)	44331	34.9%

MinTemp
Real number (ℝ)

MISSING

Distinct	352
Distinct (%)	2.4%
Missing	157
Missing (%)	1.1%
Infinite	0
Infinite (%)	0.0%
Mean	12.239926

Minimum	-8
Maximum	30.7
Zeros	15
Zeros (%)	0.1%
Negative	326
Negative (%)	2.2%
Memory size	227.3 KiB

Quantile statistics

Minimum	-8
5-th percentile	2
Q1	7.7
median	12
Q3	16.9
95-th percentile	23
Maximum	30.7
Range	38.7
Interquartile range (IQR)	9.2

Descriptive statistics

Standard deviation	6.3729908
Coefficient of variation (CV)	0.52067232
Kurtosis	-0.46964078
Mean	12.239926
Median Absolute Deviation (MAD)	4.6
Skewness	0.023234871
Sum	176120.3
Variance	40.615012
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10.5	103	0.7%
12.7	102	0.7%
10.2	101	0.7%
11.6	97	0.7%
10.9	94	0.6%
10.8	93	0.6%
8	93	0.6%
13.8	90	0.6%
7.4	90	0.6%
11.8	89	0.6%
Other values (342)	13437	92.4%
(Missing)	157	1.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-8	1	< 0.1%
-7.5	1	< 0.1%
-6.8	1	< 0.1%
-6.6	2	< 0.1%
-6.3	1	< 0.1%
-6.1	1	< 0.1%
-5.9	2	< 0.1%
-5.8	2	< 0.1%
-5.6	1	< 0.1%
-5.5	3	< 0.1%

Value	Count	Frequency (%)
30.7	1	< 0.1%
29.2	1	< 0.1%
29	1	< 0.1%
28.8	2	< 0.1%
28.6	2	< 0.1%
28.5	2	< 0.1%
28.4	1	< 0.1%
28.3	3	< 0.1%
28.2	2	< 0.1%
28.1	2	< 0.1%

MaxTemp
Real number (ℝ)

Distinct	432
Distinct (%)	3.0%
Missing	135
Missing (%)	0.9%
Infinite	0
Infinite (%)	0.0%
Mean	23.28998

Minimum	-3.7
Maximum	48.1
Zeros	4
Zeros (%)	< 0.1%
Negative	9
Negative (%)	0.1%
Memory size	227.3 KiB

Quantile statistics

Minimum	-3.7
5-th percentile	12.9
Q1	18
median	22.7
Q3	28.3
95-th percentile	35.4
Maximum	48.1
Range	51.8
Interquartile range (IQR)	10.3

Descriptive statistics

Standard deviation	7.1098279
Coefficient of variation (CV)	0.30527411
Kurtosis	-0.2289349
Mean	23.28998
Median Absolute Deviation (MAD)	5.1
Skewness	0.17971498
Sum	335631.9
Variance	50.549653
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20	97	0.7%
19	97	0.7%
18.9	91	0.6%
22.3	91	0.6%
22.2	90	0.6%
20.5	90	0.6%
18.2	87	0.6%
18.4	86	0.6%
22.5	85	0.6%
17.8	85	0.6%
Other values (422)	13512	92.9%
(Missing)	135	0.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-3.7	1	< 0.1%
-2.5	1	< 0.1%
-1.5	1	< 0.1%
-1.3	1	< 0.1%
-0.9	1	< 0.1%
-0.7	1	< 0.1%
-0.3	1	< 0.1%
-0.2	2	< 0.1%
0	4	< 0.1%
0.1	4	< 0.1%

Value	Count	Frequency (%)
48.1	1	< 0.1%
46.8	1	< 0.1%
46.7	1	< 0.1%
45.1	1	< 0.1%
44.8	2	< 0.1%
44.5	1	< 0.1%
44.4	3	< 0.1%
44.3	1	< 0.1%
44.1	1	< 0.1%
43.9	2	< 0.1%

Rainfall
Real number (ℝ)

MISSING ZEROS

Distinct	312
Distinct (%)	2.2%
Missing	330
Missing (%)	2.3%
Infinite	0
Infinite (%)	0.0%
Mean	2.3511466

Minimum	0
Maximum	367.6
Zeros	9084
Zeros (%)	62.5%
Negative	0
Negative (%)	0.0%
Memory size	227.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.8
95-th percentile	12.6
Maximum	367.6
Range	367.6
Interquartile range (IQR)	0.8

Descriptive statistics

Standard deviation	8.905705
Coefficient of variation (CV)	3.7878136
Kurtosis	285.94905
Mean	2.3511466
Median Absolute Deviation (MAD)	0
Skewness	11.990502
Sum	33423.9
Variance	79.311581
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9084	62.5%
0.2	876	6.0%
0.4	398	2.7%
0.6	267	1.8%
0.8	199	1.4%
1.2	182	1.3%
1	182	1.3%
1.6	131	0.9%
1.4	130	0.9%
2.2	105	0.7%
Other values (302)	2662	18.3%
(Missing)	330	2.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9084	62.5%
0.1	14	0.1%
0.2	876	6.0%
0.3	7	< 0.1%
0.4	398	2.7%
0.5	5	< 0.1%
0.6	267	1.8%
0.7	1	< 0.1%
0.8	199	1.4%
0.9	2	< 0.1%

Value	Count	Frequency (%)
367.6	1	< 0.1%
206.2	1	< 0.1%
167	1	< 0.1%
155.8	1	< 0.1%
145.6	1	< 0.1%
144.2	1	< 0.1%
143.8	1	< 0.1%
142.2	1	< 0.1%
136.4	1	< 0.1%
128	1	< 0.1%

Evaporation
Real number (ℝ)

MISSING

Distinct	197
Distinct (%)	2.4%
Missing	6183
Missing (%)	42.5%
Infinite	0
Infinite (%)	0.0%
Mean	5.495217

Minimum	0
Maximum	65.4
Zeros	26
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	227.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0.8
Q1	2.6
median	4.8
Q3	7.4
95-th percentile	12.2
Maximum	65.4
Range	65.4
Interquartile range (IQR)	4.8

Descriptive statistics

Standard deviation	4.2108766
Coefficient of variation (CV)	0.7662803
Kurtosis	26.756564
Mean	5.495217
Median Absolute Deviation (MAD)	2.4
Skewness	3.2838571
Sum	45956.5
Variance	17.731482
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	308	2.1%
8	258	1.8%
3.4	222	1.5%
2	215	1.5%
2.6	208	1.4%
2.2	203	1.4%
3	202	1.4%
3.6	197	1.4%
1.4	194	1.3%
2.8	194	1.3%
Other values (187)	6162	42.4%
(Missing)	6183	42.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	26	0.2%
0.2	57	0.4%
0.3	1	< 0.1%
0.4	83	0.6%
0.5	1	< 0.1%
0.6	108	0.7%
0.7	3	< 0.1%
0.8	154	1.1%
0.9	2	< 0.1%
1	167	1.1%

Value	Count	Frequency (%)
65.4	1	< 0.1%
60.2	1	< 0.1%
58	1	< 0.1%
56.6	1	< 0.1%
50.8	1	< 0.1%
48.8	1	< 0.1%
48.4	1	< 0.1%
47.2	1	< 0.1%
43.4	1	< 0.1%
43	1	< 0.1%

Sunshine
Real number (ℝ)

MISSING ZEROS

Distinct	143
Distinct (%)	1.9%
Missing	6904
Missing (%)	47.5%
Infinite	0
Infinite (%)	0.0%
Mean	7.5989924

Minimum	0
Maximum	14.3
Zeros	244
Zeros (%)	1.7%
Negative	0
Negative (%)	0.0%
Memory size	227.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0.3
Q1	4.8
median	8.5
Q3	10.6
95-th percentile	12.8
Maximum	14.3
Range	14.3
Interquartile range (IQR)	5.8

Descriptive statistics

Standard deviation	3.8023753
Coefficient of variation (CV)	0.50037888
Kurtosis	-0.8213867
Mean	7.5989924
Median Absolute Deviation (MAD)	2.6
Skewness	-0.50634301
Sum	58071.5
Variance	14.458058
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	244	1.7%
10.3	121	0.8%
10.5	120	0.8%
10.7	113	0.8%
10.4	105	0.7%
9.2	102	0.7%
10.1	101	0.7%
9.8	100	0.7%
10.6	98	0.7%
10.8	98	0.7%
Other values (133)	6440	44.3%
(Missing)	6904	47.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	244	1.7%
0.1	57	0.4%
0.2	72	0.5%
0.3	44	0.3%
0.4	39	0.3%
0.5	42	0.3%
0.6	32	0.2%
0.7	25	0.2%
0.8	26	0.2%
0.9	33	0.2%

Value	Count	Frequency (%)
14.3	2	< 0.1%
14.1	3	< 0.1%
14	5	< 0.1%
13.9	3	< 0.1%
13.8	7	< 0.1%
13.7	9	0.1%
13.6	18	0.1%
13.5	16	0.1%
13.4	32	0.2%
13.3	43	0.3%

WindGustDir
Categorical

MISSING

Distinct	16
Distinct (%)	0.1%
Missing	1056
Missing (%)	7.3%
Memory size	227.3 KiB

W	960
N	958
SE	945
WSW	933
SSE	932
Other values (11)	8762

Length

Max length	3
Median length	2
Mean length	2.2031134
Min length	1

Characters and Unicode

Total characters	29720
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	NNW
2nd row	N
3rd row	NE
4th row	SSW
5th row	W

Common Values

Value	Count	Frequency (%)
W	960	6.6%
N	958	6.6%
SE	945	6.5%
WSW	933	6.4%
SSE	932	6.4%
E	907	6.2%
SSW	900	6.2%
SW	882	6.1%
S	857	5.9%
WNW	838	5.8%
Other values (6)	4378	30.1%
(Missing)	1056	7.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
w	960	7.1%
n	958	7.1%
se	945	7.0%
wsw	933	6.9%
sse	932	6.9%
e	907	6.7%
ssw	900	6.7%
sw	882	6.5%
s	857	6.4%
wnw	838	6.2%
Other values (6)	4378	32.5%

Most occurring characters

Value	Count	Frequency (%)
S	8020	27.0%
W	7749	26.1%
E	7233	24.3%
N	6718	22.6%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	29720	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	8020	27.0%
W	7749	26.1%
E	7233	24.3%
N	6718	22.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	29720	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	8020	27.0%
W	7749	26.1%
E	7233	24.3%
N	6718	22.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	29720	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
S	8020	27.0%
W	7749	26.1%
E	7233	24.3%
N	6718	22.6%

WindGustSpeed
Real number (ℝ)

MISSING

Distinct	56
Distinct (%)	0.4%
Missing	1048
Missing (%)	7.2%
Infinite	0
Infinite (%)	0.0%
Mean	40.025708

Minimum	7
Maximum	135
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	227.3 KiB

Quantile statistics

Minimum	7
5-th percentile	20
Q1	31
median	39
Q3	48
95-th percentile	65
Maximum	135
Range	128
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	13.388806
Coefficient of variation (CV)	0.33450518
Kurtosis	1.2994461
Mean	40.025708
Median Absolute Deviation (MAD)	8
Skewness	0.83826509
Sum	540267
Variance	179.26014
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
35	918	6.3%
39	895	6.2%
31	835	5.7%
37	816	5.6%
33	798	5.5%
41	760	5.2%
30	730	5.0%
43	668	4.6%
28	646	4.4%
46	545	3.7%
Other values (46)	5887	40.5%
(Missing)	1048	7.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7	1	< 0.1%
9	9	0.1%
11	13	0.1%
13	52	0.4%
15	86	0.6%
17	153	1.1%
19	175	1.2%
20	228	1.6%
22	256	1.8%
24	393	2.7%

Value	Count	Frequency (%)
135	1	< 0.1%
109	2	< 0.1%
107	2	< 0.1%
104	2	< 0.1%
102	3	< 0.1%
100	2	< 0.1%
98	4	< 0.1%
96	2	< 0.1%
94	4	< 0.1%
93	5	< 0.1%

WindDir9am
Categorical

MISSING

Distinct	16
Distinct (%)	0.1%
Missing	1057
Missing (%)	7.3%
Memory size	227.3 KiB

N	1169
SSE	956
NW	924
E	920
SE	913
Other values (11)	8607

Length

Max length	3
Median length	2
Mean length	2.1817777
Min length	1

Characters and Unicode

Total characters	29430
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	NNW
2nd row	W
3rd row	N
4th row	SW
5th row	SW

Common Values

Value	Count	Frequency (%)
N	1169	8.0%
SSE	956	6.6%
NW	924	6.4%
E	920	6.3%
SE	913	6.3%
S	879	6.0%
SW	863	5.9%
NNE	839	5.8%
W	814	5.6%
ENE	790	5.4%
Other values (6)	4422	30.4%
(Missing)	1057	7.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
n	1169	8.7%
sse	956	7.1%
nw	924	6.9%
e	920	6.8%
se	913	6.8%
s	879	6.5%
sw	863	6.4%
nne	839	6.2%
w	814	6.0%
ene	790	5.9%
Other values (6)	4422	32.8%

Most occurring characters

Value	Count	Frequency (%)
N	7530	25.6%
S	7515	25.5%
E	7515	25.5%
W	6870	23.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	29430	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	7530	25.6%
S	7515	25.5%
E	7515	25.5%
W	6870	23.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	29430	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	7530	25.6%
S	7515	25.5%
E	7515	25.5%
W	6870	23.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	29430	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	7530	25.6%
S	7515	25.5%
E	7515	25.5%
W	6870	23.3%

WindDir3pm
Categorical

MISSING

Distinct	16
Distinct (%)	0.1%
Missing	411
Missing (%)	2.8%
Memory size	227.3 KiB

SE	1062
W	1009
S	1005
WSW	954
SW	938
Other values (11)	9167

Length

Max length	3
Median length	2
Mean length	2.2067917
Min length	1

Characters and Unicode

Total characters	31193
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	NW
2nd row	WNW
3rd row	N
4th row	NE
5th row	S

Common Values

Value	Count	Frequency (%)
SE	1062	7.3%
W	1009	6.9%
S	1005	6.9%
WSW	954	6.6%
SW	938	6.4%
SSE	929	6.4%
NW	896	6.2%
N	888	6.1%
ESE	868	6.0%
E	842	5.8%
Other values (6)	4744	32.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
se	1062	7.5%
w	1009	7.1%
s	1005	7.1%
wsw	954	6.7%
sw	938	6.6%
sse	929	6.6%
nw	896	6.3%
n	888	6.3%
ese	868	6.1%
e	842	6.0%
Other values (6)	4744	33.6%

Most occurring characters

Value	Count	Frequency (%)
S	8311	26.6%
W	8077	25.9%
E	7604	24.4%
N	7201	23.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	31193	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	8311	26.6%
W	8077	25.9%
E	7604	24.4%
N	7201	23.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	31193	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	8311	26.6%
W	8077	25.9%
E	7604	24.4%
N	7201	23.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	31193	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
S	8311	26.6%
W	8077	25.9%
E	7604	24.4%
N	7201	23.1%

WindSpeed9am
Real number (ℝ)

MISSING ZEROS

Distinct	34
Distinct (%)	0.2%
Missing	179
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	14.06856

Minimum	0
Maximum	67
Zeros	869
Zeros (%)	6.0%
Negative	0
Negative (%)	0.0%
Memory size	227.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	7
median	13
Q3	19
95-th percentile	30
Maximum	67
Range	67
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	8.9376133
Coefficient of variation (CV)	0.63528985
Kurtosis	0.9350429
Mean	14.06856
Median Absolute Deviation (MAD)	6
Skewness	0.7588526
Sum	202123
Variance	79.880932
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
9	1383	9.5%
13	1288	8.9%
11	1164	8.0%
17	1088	7.5%
15	1084	7.5%
7	1069	7.3%
19	880	6.0%
0	869	6.0%
6	860	5.9%
20	833	5.7%
Other values (24)	3849	26.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	869	6.0%
2	483	3.3%
4	650	4.5%
6	860	5.9%
7	1069	7.3%
9	1383	9.5%
11	1164	8.0%
13	1288	8.9%
15	1084	7.5%
17	1088	7.5%

Value	Count	Frequency (%)
67	1	< 0.1%
63	1	< 0.1%
57	3	< 0.1%
56	5	< 0.1%
54	5	< 0.1%
52	7	< 0.1%
50	13	0.1%
48	9	0.1%
46	17	0.1%
44	21	0.1%

WindSpeed3pm
Real number (ℝ)

MISSING

Distinct	36
Distinct (%)	0.3%
Missing	302
Missing (%)	2.1%
Infinite	0
Infinite (%)	0.0%
Mean	18.718057

Minimum	0
Maximum	69
Zeros	102
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	227.3 KiB

Quantile statistics

Minimum	0
5-th percentile	6
Q1	13
median	19
Q3	24
95-th percentile	35
Maximum	69
Range	69
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	8.7995923
Coefficient of variation (CV)	0.47011249
Kurtosis	0.71014711
Mean	18.718057
Median Absolute Deviation (MAD)	6
Skewness	0.6339216
Sum	266620
Variance	77.432824
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=36)

Value	Count	Frequency (%)
17	1294	8.9%
13	1245	8.6%
15	1230	8.5%
20	1186	8.2%
19	1114	7.7%
11	963	6.6%
9	955	6.6%
24	863	5.9%
22	811	5.6%
26	693	4.8%
Other values (26)	3890	26.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	102	0.7%
2	91	0.6%
4	228	1.6%
6	396	2.7%
7	575	4.0%
9	955	6.6%
11	963	6.6%
13	1245	8.6%
15	1230	8.5%
17	1294	8.9%

Value	Count	Frequency (%)
69	1	< 0.1%
65	1	< 0.1%
63	2	< 0.1%
61	3	< 0.1%
57	1	< 0.1%
56	10	0.1%
54	5	< 0.1%
52	9	0.1%
50	20	0.1%
48	16	0.1%

Humidity9am
Real number (ℝ)

MISSING

Distinct	98
Distinct (%)	0.7%
Missing	286
Missing (%)	2.0%
Infinite	0
Infinite (%)	0.0%
Mean	68.586676

Minimum	1
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	227.3 KiB

Quantile statistics

Minimum	1
5-th percentile	34
Q1	57
median	69
Q3	83
95-th percentile	98
Maximum	100
Range	99
Interquartile range (IQR)	26

Descriptive statistics

Standard deviation	19.033576
Coefficient of variation (CV)	0.27751127
Kurtosis	-0.065812412
Mean	68.586676
Median Absolute Deviation (MAD)	13
Skewness	-0.46645356
Sum	978046
Variance	362.27701
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99	325	2.2%
69	323	2.2%
66	319	2.2%
65	315	2.2%
62	302	2.1%
70	301	2.1%
72	299	2.1%
67	299	2.1%
100	295	2.0%
63	289	2.0%
Other values (88)	11193	76.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
4	1	< 0.1%
5	4	< 0.1%
6	3	< 0.1%
7	4	< 0.1%
8	4	< 0.1%
9	5	< 0.1%
10	7	< 0.1%
11	13	0.1%
12	12	0.1%

Value	Count	Frequency (%)
100	295	2.0%
99	325	2.2%
98	192	1.3%
97	161	1.1%
96	161	1.1%
95	163	1.1%
94	160	1.1%
93	181	1.2%
92	182	1.3%
91	205	1.4%

Humidity3pm
Real number (ℝ)

MISSING

Distinct	100
Distinct (%)	0.7%
Missing	457
Missing (%)	3.1%
Infinite	0
Infinite (%)	0.0%
Mean	51.454539

Minimum	1
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	227.3 KiB

Quantile statistics

Minimum	1
5-th percentile	16
Q1	36
median	52
Q3	66
95-th percentile	88
Maximum	100
Range	99
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	20.931978
Coefficient of variation (CV)	0.40680529
Kurtosis	-0.52193895
Mean	51.454539
Median Absolute Deviation (MAD)	15
Skewness	0.027823284
Sum	724943
Variance	438.14772
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
59	282	1.9%
60	282	1.9%
52	280	1.9%
56	278	1.9%
55	273	1.9%
63	267	1.8%
54	261	1.8%
61	255	1.8%
44	253	1.7%
47	251	1.7%
Other values (90)	11407	78.4%
(Missing)	457	3.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	5	< 0.1%
2	1	< 0.1%
3	4	< 0.1%
4	14	0.1%
5	14	0.1%
6	25	0.2%
7	32	0.2%
8	52	0.4%
9	50	0.3%
10	55	0.4%

Value	Count	Frequency (%)
100	50	0.3%
99	46	0.3%
98	61	0.4%
97	33	0.2%
96	49	0.3%
95	45	0.3%
94	59	0.4%
93	62	0.4%
92	67	0.5%
91	62	0.4%

Pressure9am
Real number (ℝ)

MISSING

Distinct	439
Distinct (%)	3.4%
Missing	1537
Missing (%)	10.6%
Infinite	0
Infinite (%)	0.0%
Mean	1017.6155

Minimum	982.3
Maximum	1040.4
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	227.3 KiB

Quantile statistics

Minimum	982.3
5-th percentile	1006.4
Q1	1013
median	1017.6
Q3	1022.3
95-th percentile	1029.4
Maximum	1040.4
Range	58.1
Interquartile range (IQR)	9.3

Descriptive statistics

Standard deviation	7.0069934
Coefficient of variation (CV)	0.0068856985
Kurtosis	0.226705
Mean	1017.6155
Median Absolute Deviation (MAD)	4.7
Skewness	-0.083901448
Sum	13238160
Variance	49.097957
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1017.2	95	0.7%
1015.7	88	0.6%
1019.6	87	0.6%
1015.1	87	0.6%
1018.4	87	0.6%
1016.4	86	0.6%
1015.2	85	0.6%
1018.7	84	0.6%
1018	84	0.6%
1015.5	83	0.6%
Other values (429)	12143	83.5%
(Missing)	1537	10.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
982.3	1	< 0.1%
984.6	1	< 0.1%
989.3	1	< 0.1%
989.4	1	< 0.1%
990.2	1	< 0.1%
991.6	1	< 0.1%
991.7	2	< 0.1%
991.8	1	< 0.1%
991.9	1	< 0.1%
992.1	2	< 0.1%

Value	Count	Frequency (%)
1040.4	1	< 0.1%
1039.3	1	< 0.1%
1039.1	1	< 0.1%
1039	1	< 0.1%
1038.8	2	< 0.1%
1038.5	1	< 0.1%
1038.3	1	< 0.1%
1038	2	< 0.1%
1037.7	3	< 0.1%
1037.6	1	< 0.1%

Pressure3pm
Real number (ℝ)

MISSING

Distinct	432
Distinct (%)	3.3%
Missing	1522
Missing (%)	10.5%
Infinite	0
Infinite (%)	0.0%
Mean	1015.2199

Minimum	984.2
Maximum	1037.7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	227.3 KiB

Quantile statistics

Minimum	984.2
5-th percentile	1004.115
Q1	1010.5
median	1015.2
Q3	1019.9
95-th percentile	1026.7
Maximum	1037.7
Range	53.5
Interquartile range (IQR)	9.4

Descriptive statistics

Standard deviation	6.9060773
Coefficient of variation (CV)	0.0068025434
Kurtosis	0.082146068
Mean	1015.2199
Median Absolute Deviation (MAD)	4.7
Skewness	-0.022871781
Sum	13222224
Variance	47.693904
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1014.6	94	0.6%
1015.5	88	0.6%
1017.4	87	0.6%
1014.4	83	0.6%
1010.9	83	0.6%
1015.6	82	0.6%
1016	82	0.6%
1016.3	82	0.6%
1012.3	81	0.6%
1013.9	81	0.6%
Other values (422)	12181	83.7%
(Missing)	1522	10.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
984.2	1	< 0.1%
985.1	1	< 0.1%
986	1	< 0.1%
986.4	1	< 0.1%
986.8	1	< 0.1%
986.9	1	< 0.1%
987.1	2	< 0.1%
987.4	1	< 0.1%
988.3	1	< 0.1%
991.1	1	< 0.1%

Value	Count	Frequency (%)
1037.7	1	< 0.1%
1036.4	1	< 0.1%
1035.9	2	< 0.1%
1035.8	1	< 0.1%
1035.7	1	< 0.1%
1035.6	3	< 0.1%
1035.5	1	< 0.1%
1035.4	1	< 0.1%
1035.3	3	< 0.1%
1035.1	1	< 0.1%

Cloud9am
Real number (ℝ)

MISSING ZEROS

Distinct	10
Distinct (%)	0.1%
Missing	5558
Missing (%)	38.2%
Infinite	0
Infinite (%)	0.0%
Mean	4.4185581

Minimum	0
Maximum	9
Zeros	852
Zeros (%)	5.9%
Negative	0
Negative (%)	0.0%
Memory size	227.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	5
Q3	7
95-th percentile	8
Maximum	9
Range	9
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	2.879181
Coefficient of variation (CV)	0.651611
Kurtosis	-1.5420738
Mean	4.4185581
Median Absolute Deviation (MAD)	3
Skewness	-0.21291739
Sum	39714
Variance	8.2896834
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
7	1966	13.5%
1	1617	11.1%
8	1440	9.9%
0	852	5.9%
6	826	5.7%
2	658	4.5%
5	608	4.2%
3	586	4.0%
4	434	3.0%
9	1	< 0.1%
(Missing)	5558	38.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	852	5.9%
1	1617	11.1%
2	658	4.5%
3	586	4.0%
4	434	3.0%
5	608	4.2%
6	826	5.7%
7	1966	13.5%
8	1440	9.9%
9	1	< 0.1%

Value	Count	Frequency (%)
9	1	< 0.1%
8	1440	9.9%
7	1966	13.5%
6	826	5.7%
5	608	4.2%
4	434	3.0%
3	586	4.0%
2	658	4.5%
1	1617	11.1%
0	852	5.9%

Cloud3pm
Real number (ℝ)

MISSING ZEROS

Distinct	9
Distinct (%)	0.1%
Missing	5875
Missing (%)	40.4%
Infinite	0
Infinite (%)	0.0%
Mean	4.5044401

Minimum	0
Maximum	8
Zeros	498
Zeros (%)	3.4%
Negative	0
Negative (%)	0.0%
Memory size	227.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	5
Q3	7
95-th percentile	8
Maximum	8
Range	8
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	2.7215569
Coefficient of variation (CV)	0.60419427
Kurtosis	-1.4620243
Mean	4.5044401
Median Absolute Deviation (MAD)	2
Skewness	-0.22053708
Sum	39058
Variance	7.4068719
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
7	1838	12.6%
1	1509	10.4%
8	1274	8.8%
6	898	6.2%
2	743	5.1%
3	706	4.9%
5	679	4.7%
4	526	3.6%
0	498	3.4%
(Missing)	5875	40.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	498	3.4%
1	1509	10.4%
2	743	5.1%
3	706	4.9%
4	526	3.6%
5	679	4.7%
6	898	6.2%
7	1838	12.6%
8	1274	8.8%

Value	Count	Frequency (%)
8	1274	8.8%
7	1838	12.6%
6	898	6.2%
5	679	4.7%
4	526	3.6%
3	706	4.9%
2	743	5.1%
1	1509	10.4%
0	498	3.4%

Temp9am
Real number (ℝ)

MISSING

Distinct	384
Distinct (%)	2.7%
Missing	194
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Mean	17.066325

Minimum	-5.2
Maximum	38.9
Zeros	5
Zeros (%)	< 0.1%
Negative	43
Negative (%)	0.3%
Memory size	227.3 KiB

Quantile statistics

Minimum	-5.2
5-th percentile	7
Q1	12.4
median	16.8
Q3	21.6
95-th percentile	28.2
Maximum	38.9
Range	44.1
Interquartile range (IQR)	9.2

Descriptive statistics

Standard deviation	6.4528251
Coefficient of variation (CV)	0.37810278
Kurtosis	-0.32940978
Mean	17.066325
Median Absolute Deviation (MAD)	4.6
Skewness	0.072492503
Sum	244935.9
Variance	41.638952
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17.8	106	0.7%
15.1	103	0.7%
16	99	0.7%
14.9	98	0.7%
13.8	97	0.7%
17.3	96	0.7%
14.5	95	0.7%
13.2	95	0.7%
14.1	93	0.6%
15.8	93	0.6%
Other values (374)	13377	92.0%
(Missing)	194	1.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-5.2	2	< 0.1%
-4.9	1	< 0.1%
-4.3	1	< 0.1%
-3.6	2	< 0.1%
-3.4	1	< 0.1%
-3.3	1	< 0.1%
-3.1	2	< 0.1%
-2.9	1	< 0.1%
-2.7	1	< 0.1%
-2.4	1	< 0.1%

Value	Count	Frequency (%)
38.9	1	< 0.1%
37.6	1	< 0.1%
37.5	2	< 0.1%
36.4	1	< 0.1%
36.2	1	< 0.1%
36.1	1	< 0.1%
35.7	1	< 0.1%
35.5	1	< 0.1%
35.3	1	< 0.1%
35.2	1	< 0.1%

Temp3pm
Real number (ℝ)

MISSING

Distinct	424
Distinct (%)	3.0%
Missing	361
Missing (%)	2.5%
Infinite	0
Infinite (%)	0.0%
Mean	21.735361

Minimum	-4.1
Maximum	46.1
Zeros	3
Zeros (%)	< 0.1%
Negative	20
Negative (%)	0.1%
Memory size	227.3 KiB

Quantile statistics

Minimum	-4.1
5-th percentile	11.6
Q1	16.7
median	21.2
Q3	26.5
95-th percentile	33.6
Maximum	46.1
Range	50.2
Interquartile range (IQR)	9.8

Descriptive statistics

Standard deviation	6.9241342
Coefficient of variation (CV)	0.3185654
Kurtosis	-0.13906146
Mean	21.735361
Median Absolute Deviation (MAD)	4.8
Skewness	0.18822357
Sum	308316.1
Variance	47.943634
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19.3	97	0.7%
18.5	97	0.7%
21.2	96	0.7%
16.8	96	0.7%
18.4	96	0.7%
19.4	95	0.7%
17.5	91	0.6%
17.3	90	0.6%
18.9	89	0.6%
22.6	88	0.6%
Other values (414)	13250	91.1%
(Missing)	361	2.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-4.1	1	< 0.1%
-3.3	1	< 0.1%
-3.1	1	< 0.1%
-3	1	< 0.1%
-2.9	1	< 0.1%
-2.3	1	< 0.1%
-2.2	1	< 0.1%
-2.1	1	< 0.1%
-1.6	1	< 0.1%
-1.5	3	< 0.1%

Value	Count	Frequency (%)
46.1	3	< 0.1%
43.9	1	< 0.1%
43.4	1	< 0.1%
43.2	1	< 0.1%
43	1	< 0.1%
42.6	1	< 0.1%
42.4	1	< 0.1%
42.3	1	< 0.1%
42.2	2	< 0.1%
42	3	< 0.1%

RainToday
Boolean

MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	330
Missing (%)	2.3%
Memory size	142.1 KiB

False	11035
True	3181
(Missing)	330

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	11035	75.9%
True	3181	21.9%
(Missing)	330	2.3%

RainTomorrow
Boolean

MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	329
Missing (%)	2.3%
Memory size	142.1 KiB

False	11010
True	3207
(Missing)	329

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	11010	75.7%
True	3207	22.0%
(Missing)	329	2.3%

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	Date	Location	MinTemp	MaxTemp	Rainfall	Evaporation	Sunshine	WindGustDir	WindGustSpeed	WindDir9am	WindDir3pm	WindSpeed9am	WindSpeed3pm	Humidity9am	Humidity3pm	Pressure9am	Pressure3pm	Cloud9am	Cloud3pm	Temp9am	Temp3pm	RainToday	RainTomorrow
100721	2012-04-22	MountGambier	15.0	18.9	4.2	6.6	8.0	NNW	54.0	NNW	NW	24.0	31.0	73.0	64.0	1005.2	1003.7	4.0	5.0	17.3	17.6	Yes	Yes
30234	2008-03-30	Sydney	13.1	26.8	0.0	4.6	10.9	NaN	NaN	W	WNW	22.0	15.0	61.0	22.0	1013.0	1009.0	0.0	1.0	16.9	25.9	No	No
68427	2011-12-10	Melbourne	19.0	29.0	NaN	11.0	5.6	N	59.0	N	N	39.0	22.0	50.0	38.0	1006.5	1003.4	NaN	NaN	24.2	27.2	NaN	NaN
28624	2013-03-27	Richmond	18.1	32.2	0.0	2.1	NaN	NE	30.0	NaN	NE	0.0	17.0	99.0	51.0	1019.2	1014.6	NaN	NaN	20.9	31.6	No	No
31173	2010-10-25	Sydney	13.9	19.6	14.0	1.2	5.4	SSW	50.0	SW	S	17.0	22.0	90.0	64.0	NaN	1018.4	7.0	6.0	15.5	19.1	Yes	No
573	2010-06-27	Albury	0.6	11.9	0.2	NaN	NaN	W	22.0	SW	NW	2.0	11.0	99.0	54.0	1024.3	1021.8	1.0	2.0	2.8	11.5	No	No
120056	2015-11-22	PerthAirport	21.8	36.2	0.0	12.2	11.9	E	61.0	NNE	NW	31.0	30.0	14.0	12.0	1014.9	1013.2	6.0	0.0	31.2	33.4	No	No
43057	2010-04-25	Wollongong	17.7	22.3	NaN	NaN	NaN	SSE	54.0	NaN	S	NaN	37.0	NaN	80.0	1012.8	1014.3	NaN	7.0	NaN	17.0	NaN	Yes
28966	2014-03-04	Richmond	18.4	25.7	2.6	1.2	NaN	NE	24.0	NaN	NNE	0.0	2.0	100.0	64.0	1026.5	1023.3	NaN	NaN	19.8	24.2	Yes	No
90691	2010-02-25	GoldCoast	22.0	27.9	16.6	NaN	NaN	SSE	61.0	SSE	S	31.0	30.0	77.0	78.0	1021.4	1020.9	NaN	NaN	25.3	23.8	Yes	Yes

	Date	Location	MinTemp	MaxTemp	Rainfall	Evaporation	Sunshine	WindGustDir	WindGustSpeed	WindDir9am	WindDir3pm	WindSpeed9am	WindSpeed3pm	Humidity9am	Humidity3pm	Pressure9am	Pressure3pm	Cloud9am	Cloud3pm	Temp9am	Temp3pm	RainToday	RainTomorrow
47233	2012-06-03	Canberra	7.7	14.8	17.6	0.8	4.1	SW	24.0	SSE	S	6.0	13.0	88.0	65.0	1016.9	1012.1	8.0	NaN	9.3	14.4	Yes	No
132643	2016-06-03	Hobart	1.2	11.0	0.0	0.8	3.5	NNW	33.0	NW	NNW	20.0	13.0	84.0	57.0	1032.5	1029.7	7.0	1.0	3.1	10.8	No	No
48213	2015-04-08	Canberra	4.9	15.7	53.2	NaN	NaN	SW	48.0	SSW	S	19.0	19.0	67.0	57.0	1013.0	1016.2	NaN	8.0	13.2	14.8	Yes	No
116947	2015-08-14	PearceRAAF	5.1	23.4	0.0	NaN	9.8	N	26.0	NE	N	9.0	13.0	76.0	45.0	1024.8	1020.9	NaN	NaN	13.6	22.8	No	No
69864	2016-01-14	Melbourne	NaN	NaN	NaN	17.6	1.1	S	54.0	SSW	SSW	20.0	31.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
27983	2011-03-28	Richmond	12.4	24.1	0.2	8.4	NaN	E	31.0	NaN	ESE	0.0	11.0	99.0	58.0	1027.5	1025.4	NaN	NaN	15.8	23.5	No	No
10399	2012-10-03	CoffsHarbour	8.6	22.0	0.0	6.2	11.4	ENE	37.0	ESE	NE	13.0	26.0	45.0	54.0	1028.5	1023.5	1.0	0.0	19.8	21.2	No	No
62792	2013-08-27	Sale	5.8	18.5	0.0	2.6	6.0	SW	19.0	NNW	S	9.0	2.0	76.0	53.0	1021.1	1017.2	1.0	8.0	12.8	18.3	No	No
31985	2013-04-13	Sydney	15.7	25.4	0.0	4.8	10.7	NE	35.0	W	NE	17.0	22.0	71.0	55.0	1021.5	1016.4	1.0	1.0	19.6	23.7	No	No
53438	2012-10-07	MountGinini	-4.5	10.8	15.6	NaN	NaN	S	52.0	S	NW	17.0	7.0	69.0	63.0	NaN	NaN	NaN	NaN	-0.8	9.6	Yes	No

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Missing values

Sample